1
|
Olanrewaju OS, Glick BR, Babalola OO. Beyond correlation: Understanding the causal link between microbiome and plant health. Heliyon 2024; 10:e40517. [PMID: 39669148 PMCID: PMC11636107 DOI: 10.1016/j.heliyon.2024.e40517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 11/15/2024] [Accepted: 11/18/2024] [Indexed: 12/14/2024] Open
Abstract
Understanding the causal link between the microbiome and plant health is crucial for the future of crop production. Established studies have shown a symbiotic relationship between microbes and plants, reshaping our knowledge of plant microbiomes' role in health and disease. Addressing confounding factors in microbiome study is essential, as standardization enables precise identification of microbiome features that influence outcomes. The microbiome significantly impacts plant development, necessitating holistic investigation for maintaining plant health. Mechanistic studies have deepened our understanding of microbiome structure and function related to plant health, though much research still needs to be carried out. This review, therefore, discusses current challenges and proposes advancing studies from correlation to causation and translation. We explore current knowledge on the microbiome and plant health, emphasizing multi-omics approaches and hypothesis-driven research. Future studies should focus on developing translational research for producing probiotics and prebiotics from biomarkers that regulate the microbiome-plant health connection, promoting sustainable crop production through microbiome applications.
Collapse
Affiliation(s)
- Oluwaseyi Samuel Olanrewaju
- Unit for Environmental Sciences and Management, Microbiology, North-West University, Potchefstroom Campus, Private Bag X6001, Potchefstroom, 2520, South Africa
| | - Bernard R. Glick
- Department of Biology, University of Waterloo, Waterloo, Ontario, N2L3G1, Canada
| | - Olubukola Oluranti Babalola
- Food Security and Safety Focus Area, Faculty of Natural and Agricultural Sciences, North-West University, South Africa
- Department of Life Sciences, Silwood Park Campus, Imperial College London, Buckhurst road, Ascot, Berkshire, SL5 7PY, UK
| |
Collapse
|
2
|
Jiang Q, Wang Y, Yu J, Wang J, Guo S, Liu D, Yu X, Jiang L, Long G, Xi D, Chen S, Wang Y, Ding W. Using fungal-bacterial community analysis to explore potential microbiomes to manage Meloidogyne incongnita. Front Microbiol 2024; 15:1415700. [PMID: 39502417 PMCID: PMC11534710 DOI: 10.3389/fmicb.2024.1415700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 10/10/2024] [Indexed: 11/08/2024] Open
Abstract
Rhizosphere microbial communities strongly affect outbreaks of root-knot nematode (RKN) disease. However, little is known about the interactions among fungi, bacteria and RKN. The bacterial and fungal community compositions in the rhizospheres of four representative tobacco varieties, both resistant and susceptible to RKN, were characterized using 16S rRNA gene sequencing for bacteria and internal transcribed spacer gene sequencing for fungi. Our findings revealed that the fungi played crucial roles in facilitating the cross-kingdom and symbiotic fungal-bacterial interactions to suppress RKN. Moreover, our investigation suggested Microbacterium as a potential microbial antagonist against RKN based on its enhanced presence in RKN-resistant tobacco genotypes, and the relative abundance of Microbacterium was 34.49% greater in the rhizosphere of resistant tobacco than that of susceptible tobacco significantly. Notably, the richness of fungal community enhanced tobacco's microbe-associated resistance to RKN through the positive regulation of the richness and diversity of bacterial community and the relative abundance of Microbacterium. This study underscores the critical role of the fungus-dominated fungal-bacterial community in bolstering tobacco resistance against RKN. The potential antagonistic role of Microbacterium presents promising avenues for innovative RKN management strategies.
Collapse
Affiliation(s)
- Qipeng Jiang
- College of Plant Protection, Southwest University, Chongqing, China
| | - Yong Wang
- Liangshan Branch of Sichuan Tobacco Company, Xichang, China
| | - Jiamin Yu
- Sichuan Branch of China Tobacco Corporation, Chengdu, China
| | - Jinfeng Wang
- College of Plant Protection, Southwest University, Chongqing, China
| | - Shiping Guo
- Sichuan Branch of China Tobacco Corporation, Chengdu, China
| | - Dongyang Liu
- Liangshan Branch of Sichuan Tobacco Company, Xichang, China
| | - Xiangwen Yu
- Sichuan Branch of China Tobacco Corporation, Chengdu, China
| | | | - Gang Long
- Liangshan Branch of Sichuan Tobacco Company, Xichang, China
| | - Daojiang Xi
- College of Plant Protection, Southwest University, Chongqing, China
| | - Shuhong Chen
- Liangshan Branch of Sichuan Tobacco Company, Xichang, China
| | - Yue Wang
- College of Plant Protection, Southwest University, Chongqing, China
| | - Wei Ding
- College of Plant Protection, Southwest University, Chongqing, China
| |
Collapse
|
3
|
Xing Y, Zhang P, Zhang W, Yu C, Luo Z. Continuous cropping of potato changed the metabolic pathway of root exudates to drive rhizosphere microflora. Front Microbiol 2024; 14:1318586. [PMID: 38249485 PMCID: PMC10797025 DOI: 10.3389/fmicb.2023.1318586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 12/04/2023] [Indexed: 01/23/2024] Open
Abstract
For potato production, continuous cropping (CC) could lead to autotoxicity buildup and microflora imbalance in the field soil, which may result in failure of crops and reduction in yield. In this study, non-targeted metabolomics (via liquid chromatography with tandem mass spectrometry (LC-MS/MS)) combined with metagenomic profiling (via high-throughput amplicon sequencing) were used to evaluate correlations between metabolomics of potato root exudates and communities of bacteria and fungi around potato plants to illustrate the impacts of CC. Potato plants were grown in soil collected from fields with various CC years (0, 1, 4, and 7 years). Metabolomic analysis showed that the contents and types of potential autotoxins in potato root exudates increased significantly in CC4 and CC7 plants (i.e., grown in soils with 4 and 7 years of CC). The differentially expressed metabolites were mainly produced via alpha-linolenic acid metabolism in plant groups CC0 and CC1 (i.e., no CC or 1 year CC). The metabolomics of the groups CC4 and CC7 became dominated by styrene degradation, biosynthesis of siderophore group non-ribosomal peptides, phenylpropanoid biosynthesis, and biosynthesis of various plant secondary metabolites. Continuous cropping beyond 4 years significantly changed the bacterial and fungal communities in the soil around the potato crops, with significant reduction of beneficial bacteria and accumulation of harmful fungi. Correlations between DEMs and microflora biomarkers were established with strong significances. These results suggested that continuous cropping of potato crops changed their metabolism as reflected in the plant root exudates and drove rhizosphere microflora to directions less favorable to plant growth, and it needs to be well managed to assure potato yield.
Collapse
Affiliation(s)
- Yanhong Xing
- College of Resources and Environmental Sciences, Gansu Agricultural University, Lanzhou, China
| | - Pingliang Zhang
- Dryland Agriculture Institute, Gansu Academy of Agricultural Sciences, Lanzhou, China
| | - Wenming Zhang
- College of Resources and Environmental Sciences, Gansu Agricultural University, Lanzhou, China
| | - Chenxu Yu
- Department of Agriculture and Biosystem Engineering, Iowa State University, Ames, IA, United States
| | - Zhuzhu Luo
- College of Resources and Environmental Sciences, Gansu Agricultural University, Lanzhou, China
| |
Collapse
|
4
|
Jia F, Chang F, Guan M, Jia Q, Sun Y, Li Z. Effects of rotation and Bacillus on the changes of continuous cropping soil fungal communities in American ginseng. World J Microbiol Biotechnol 2023; 39:354. [PMID: 37874395 PMCID: PMC10598105 DOI: 10.1007/s11274-023-03807-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 10/13/2023] [Indexed: 10/25/2023]
Abstract
The continuous cropping obstacle is the main factor in leading to difficulty in American ginseng replanting. The dormant microbiota in the soil may be the cause of American ginseng disease and eventually caused continuous cropping obstacles, but there are few studies on the dynamic changes of soil microenvironment after American ginseng planting. In this study, we tracked short-term variation in physicochemical properties, enzyme activities, and fungal communities over time-series in soils with continuous cropping obstacle under crop rotation and probiotic Bacillus treatments. Furthermore, we examined the relationships between the important fungal compositions and the soil properties. The results showed that sucrase, cellulase, urease and acid phosphatase activities were significantly increased, while catalase and dehydrogenase were decreased with treatments time. Rotation treatment significantly affected the diversity, dissimilarity degree and species distribution of soil fungal community with continuous cropping obstacle over a short-term. Moreover, beneficial fungal biomarkers such as Cladorrhinum, Oidiodendron, and Mariannaea were accumulated at 48 h under rotation treatments. Almost all fungal biomarkers were negatively correlated with hydrolases and positively correlated with oxidoreductases and acid phosphatase under crop rotation treatments. This study suggested that compared to probiotic Bacillus, crop rotation can significantly affect soil fungal community structure, especially the enrichment of specific potentially beneficial fungal species. Our findings provide a scientific basis for understanding the dynamic changes of fungal communities and soil properties with continuous cropping obstacle of American ginseng in initial stage of soil improvement.
Collapse
Affiliation(s)
- Fengan Jia
- Shaanxi Institute of Microbiology, Xi'an, 710043, China
| | - Fan Chang
- Shaanxi Institute of Microbiology, Xi'an, 710043, China
| | - Min Guan
- Shaanxi Agricultural Machinery Research Institute, Xianyang, 712000, China
| | - Qingan Jia
- Institute of Medical Research, Northwestern Polytechnical University, Xi'an, 710072, China
| | - Yan Sun
- College of Life Science, Shaanxi Normal University, Xi'an, 710062, China
| | - Zhi Li
- College of Life Science, Shaanxi Normal University, Xi'an, 710062, China.
| |
Collapse
|
5
|
Kim RH, Tagele SB, Jeong M, Jung DR, Lee D, Park T, Tino BF, Lim K, Kim MA, Park YJ, Shin JH. Spinach (Spinacia oleracea) as green manure modifies the soil nutrients and microbiota structure for enhanced pepper productivity. Sci Rep 2023; 13:4140. [PMID: 36914667 PMCID: PMC10011398 DOI: 10.1038/s41598-023-31204-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 03/08/2023] [Indexed: 03/14/2023] Open
Abstract
Spinach has been suggested as a potential rotation crop for increasing crop yield by enhancing beneficial fungal microbes in continuous monocropping. However, no research on the use of spinach as a green manure has been reported. Thus, we tested the effects of spinach and Korean mustard cultivars (green and red mustards) (10 g pot -1) as green manure on soil chemical properties, pepper productivity, and soil microbiome of long-year pepper-monocropped soil. Spinach improved the soil nutrition (e.g., pH, SOM, TN, NH4+, and K), weed suppression, and pepper growth. Spinach had by far the highest fruit yield, over 100% pepper fruit yield increment over the mustard green manures and control. Our study showed that the major influencing factors to cause a shift in both bacterial and fungal community assemblies were soil pH, TC TN, and K. Following green manure amendment Bacillota, especially Clostridium, Bacillus and Sedimentibacter, were enriched, whereas Chloroflexi and Acidobacteriota were reduced. In addition, spinach highly reduced the abundance of Leotiomycetes and Fusarium but enriched Papiliotrema. FAPROTAX and FUNGuild analysis revealed that predicted functional profiles of bacterial and fungal communities in spinach-amended soil were changed. Spinach-treated soil was differentially abundant in function related to hydrocarbon degradation and functional guilds of symbiotrophs and ectomycorrhizal. This study contributes significantly to our understanding of how the soil fertility and soil microbiome alteration via spinach green manure application as a pre-plant soil treatment might help alleviate continuous cropping obstacles.
Collapse
Affiliation(s)
- Ryeong-Hui Kim
- Department of Integrative Biology, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Setu Bazie Tagele
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea.,NGS Core Facility, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Minsoo Jeong
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Da-Ryung Jung
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Dokyung Lee
- Department of Integrative Biology, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - TaeHyung Park
- Department of Integrative Biology, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Bashizi Flory Tino
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Kyeongmo Lim
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Min A Kim
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Yeong-Jun Park
- NGS Core Facility, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Jae-Ho Shin
- Department of Integrative Biology, Kyungpook National University, Daegu, 41566, Republic of Korea. .,Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea. .,NGS Core Facility, Kyungpook National University, Daegu, 41566, Republic of Korea.
| |
Collapse
|